{"id":"W2802496191","doi":"10.1016/j.cllc.2018.04.008","title":"Correlation of Neutrophil to Lymphocyte Ratio and Absolute Neutrophil Count With Outcomes With PD-1 Axis Inhibitors in Patients With Advanced Non–Small-Cell Lung Cancer","year":2018,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Lung Cancer Canada","keywords":"Medicine; Internal medicine; Lung cancer; Neutrophil to lymphocyte ratio; Absolute neutrophil count; Lymphocyte; Cancer; Oncology; Gastroenterology; Immunology; Chemotherapy; Neutropenia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002639655,0.0003882222,0.0008064623,0.0001716583,0.00009754044,0.00002396203,0.0001409348,0.0001882445,0.00006982317],"category_scores_gemma":[0.00006075771,0.000265026,0.0000817258,0.0004855152,0.0004700491,0.0001948934,0.00008547529,0.0002675318,0.000003557609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005466831,"about_ca_system_score_gemma":0.0008907194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002547065,"about_ca_topic_score_gemma":0.001001782,"domain_scores_codex":[0.997321,0.0000786257,0.0008803457,0.0007394686,0.0005380722,0.0004425217],"domain_scores_gemma":[0.9977496,0.000160163,0.0004880721,0.0005088893,0.0007159436,0.0003773462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01540426,0.0003411935,0.9792917,0.0003893911,0.0003145398,0.00002427786,0.0003020751,0.0006267132,0.0000567534,0.000004592287,0.0005353175,0.002709131],"study_design_scores_gemma":[0.01544509,0.002102305,0.976375,0.001632713,0.0006847275,0.000001419843,0.00004234914,0.002791818,0.0003225221,0.000001323345,0.0002316218,0.0003691138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953576,0.0007135556,0.0001528282,0.0004619893,0.0004753573,0.002499246,0.00006398765,0.00004472607,0.0002307612],"genre_scores_gemma":[0.9963409,0.0001948485,0.001338267,0.001127139,0.0002540275,0.0004787836,0.00002292476,0.00008145885,0.0001616214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002916761,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008905247391622071,"score_gpt":0.3035545086133777,"score_spread":0.2946492612217557,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}